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1.
Dev Cogn Neurosci ; 60: 101222, 2023 04.
Article in English | MEDLINE | ID: mdl-36848718

ABSTRACT

The fields of developmental psychopathology, developmental neuroscience, and behavioral genetics are increasingly moving toward a data sharing model to improve reproducibility, robustness, and generalizability of findings. This approach is particularly critical for understanding attention-deficit/hyperactivity disorder (ADHD), which has unique public health importance given its early onset, high prevalence, individual variability, and causal association with co-occurring and later developing problems. A further priority concerns multi-disciplinary/multi-method datasets that can span different units of analysis. Here, we describe a public dataset using a case-control design for ADHD that includes: multi-method, multi-measure, multi-informant, multi-trait data, and multi-clinician evaluation and phenotyping. It spans > 12 years of annual follow-up with a lag longitudinal design allowing age-based analyses spanning age 7-19 + years with a full age range from 7 to 21. Measures span genetic and epigenetic (DNA methylation) array data; EEG, functional and structural MRI neuroimaging; and psychophysiological, psychosocial, clinical and functional outcomes data. The resource also benefits from an autism spectrum disorder add-on cohort and a cross sectional case-control ADHD cohort from a different geographical region for replication and generalizability. Datasets allowing for integration from genes to nervous system to behavior represent the "next generation" of researchable cohorts for ADHD and developmental psychopathology.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Autism Spectrum Disorder , Humans , Child , Adolescent , Young Adult , Adult , Attention Deficit Disorder with Hyperactivity/drug therapy , Attention Deficit Disorder with Hyperactivity/genetics , Cross-Sectional Studies , Oregon , Reproducibility of Results
2.
Br J Haematol ; 200(3): 323-328, 2023 02.
Article in English | MEDLINE | ID: mdl-36264026

ABSTRACT

Drug resistance in chronic myeloid leukaemia (CML) may occur via mutations in the causative BCR::ABL1 fusion or BCR::ABL1-independent mechanisms. We analysed 48 patients with BCR::ABL1-independent resistance for the presence of secondary fusion genes by RNA sequencing. We identified 10 of the most frequently detected secondary fusions in 21 patients. Validation studies, cell line models, gene expression analysis and drug screening revealed differences with respect to proliferation rate, differentiation and drug sensitivity. Notably, expression of RUNX1::MECOM led to resistance to ABL1 tyrosine kinase inhibitors in vitro. These results suggest secondary fusions contribute to BCR::ABL1-independent resistance and may be amenable to combined therapies.


Subject(s)
Fusion Proteins, bcr-abl , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Humans , Fusion Proteins, bcr-abl/metabolism , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism , Mutation , Cell Line , Drug Resistance, Neoplasm/genetics
3.
Article in English | MEDLINE | ID: mdl-36307214

ABSTRACT

The Philadelphia chromosome (Ph) resulting from the t(9;22) translocation generates the oncogenic BCR::ABL1 fusion protein that is most commonly associated with chronic myeloid leukemia (CML) and Ph-positive (Ph+) acute lymphoblastic leukemia (ALL). There are also rare instances of patients (≤1%) with newly diagnosed acute myeloid leukemia (AML) that harbor this translocation (Paietta et al., Leukemia 12: 1881 [1998]; Keung et al., Leuk Res 28: 579 [2004]; Soupir et al., Am J Clin Pathol 127: 642 [2007]). AML with BCR::ABL has only recently been provisionally classified by the World Health Organization as a diagnostically distinct subtype of AML. Discernment from the extremely close differential diagnosis of myeloid blast crisis CML is challenging, largely relying on medical history rather than clinical characteristics (Arber et al., Blood 127: 2391 [2016]). To gain insight into the genomic features underlying the evolution of AML with BCR::ABL, we identified a patient presenting with a high-risk myelodysplastic syndrome that acquired a BCR::ABL alteration after a peripheral blood stem cell transplant. Serial samples were collected and analyzed using whole-exome sequencing, RNA-seq, and ex vivo functional drug screens. Persistent subclones were identified, both at diagnosis and at relapse, including an SF3B1p.Lys700Glu mutation that later cooccurred with an NRASp.Gly12Cys mutation. Functional ex vivo drug screening performed on primary patient cells suggested that combination therapies of ABL1 with RAS or PI3K pathway inhibitors could have augmented the patient's response throughout the course of disease. Together, our findings argue for the importance of genomic profiling and the potential value of ABL1 inhibitor-inclusive combination treatment strategies in patients with this rare disease.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Leukemia, Myeloid, Acute , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Humans , Philadelphia Chromosome , Fusion Proteins, bcr-abl/genetics , Fusion Proteins, bcr-abl/metabolism , Fusion Proteins, bcr-abl/therapeutic use , Phosphatidylinositol 3-Kinases/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/therapy , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/therapy , Translocation, Genetic , Precursor Cell Lymphoblastic Leukemia-Lymphoma/diagnosis , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/therapy
4.
Mol Cancer Ther ; 21(7): 1125-1135, 2022 07 05.
Article in English | MEDLINE | ID: mdl-35499387

ABSTRACT

Luxeptinib (CG-806) simultaneously targets FLT3 and select other kinase pathways operative in myeloid malignancies. We investigated the range of kinases it inhibits, its cytotoxicity landscape ex vivo with acute myeloid leukemia (AML) patient samples, and its efficacy in xenograft models. Luxeptinib inhibits wild-type (WT) and many of the clinically relevant mutant forms of FLT3 at low nanomolar concentrations. It is a more potent inhibitor of the activity of FLT3-internal tandem duplication, FLT3 kinase domain and gatekeeper mutants than against WT FLT3. Broad kinase screens disclosed that it also inhibits other kinases that can drive oncogenic signaling and rescue pathways, but spares kinases known to be associated with clinical toxicity. In vitro profiling of luxeptinib against 186 AML fresh patient samples demonstrated greater potency relative to other FLT3 inhibitors, including cases with mutations in FLT3, isocitrate dehydrogenase-1/2, ASXL1, NPM1, SRSF2, TP53, or RAS, and activity was documented in a xenograft AML model. Luxeptinib administered continuously orally every 12 hours at a dose that yielded a mean Cmin plasma concentration of 1.0 ± 0.3 µmol/L (SEM) demonstrated strong antitumor activity but no myelosuppression or evidence of tissue damage in mice or dogs in acute toxicology studies. On the basis of these studies, luxeptinib was advanced into a phase I trial for patients with AML and myelodysplastic/myeloproliferative neoplasms.


Subject(s)
Leukemia, Myeloid, Acute , Animals , Dogs , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Mice , Mutation , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Signal Transduction , fms-Like Tyrosine Kinase 3/genetics , fms-Like Tyrosine Kinase 3/metabolism
5.
J Gerontol A Biol Sci Med Sci ; 77(11): 2272-2280, 2022 11 21.
Article in English | MEDLINE | ID: mdl-35279027

ABSTRACT

BACKGROUND: Exceptional longevity as manifested by the lower incidence and delayed onset of age-related disabilities/diseases that include cardiovascular disease, Alzheimer's disease, cancer is believed to be influenced by inherent protective molecular factors in exceptionally long-lived individuals. Unraveling these protective factors could lead to the discovery of therapeutic target(s) and interventions to promote healthy aging. METHODS: In this context, the National Institute on Aging has established a collection of translational longevity research projects (ie, the Long-Life Family Study, the Longevity Consortium, Longevity Genomics, and the Integrative Longevity Omics) which are generating large omics data sets spanning the human genome to phenome and have embarked on cross-species multiomic data analyses integrating human and nonhuman species that display wide variation in their life spans. RESULTS: It is expected that these studies will discover key signaling pathways that influence exceptional health span and identify therapeutic targets for translation to enhance health and life span. Other efforts related to translational longevity research include the "Comprehensive Evaluation of Aging-Related Clinical Outcomes and Geroproteins study," which focuses on potential effects in humans of polypeptides/proteins whose circulating levels change with age, and for which experimental evidence indicates reversal or acceleration of aging changes. The "Predictive Human Mechanistic Markers Network" is devoted to the development of predictive markers of aging, for target engagement when testing novel interventions for healthy aging. CONCLUSION: We describe here the significance, the unique study design, categories of data sets, analytical strategies, and a data portal to facilitate open science and sharing of resources from these longevity studies to identify and validate potential therapeutic targets for healthy aging.


Subject(s)
Alzheimer Disease , Longevity , United States , Humans , Longevity/genetics , Translational Research, Biomedical , Aging/genetics , National Institute on Aging (U.S.) , Alzheimer Disease/epidemiology , Biomarkers
6.
Blood ; 139(8): 1208-1221, 2022 02 24.
Article in English | MEDLINE | ID: mdl-34482403

ABSTRACT

Inherited predisposition to myeloid malignancies is more common than previously appreciated. We analyzed the whole-exome sequencing data of paired leukemia and skin biopsy samples from 391 adult patients from the Beat AML 1.0 consortium. Using the 2015 American College of Medical Genetics and Genomics (ACMG) guidelines for variant interpretation, we curated 1547 unique variants from 228 genes. The pathogenic/likely pathogenic (P/LP) germline variants were identified in 53 acute myeloid leukemia (AML) patients (13.6%) in 34 genes, including 6.39% (25/391) of patients harboring P/LP variants in genes considered clinically actionable (tier 1). 41.5% of the 53 patients with P/LP variants were in genes associated with the DNA damage response. The most frequently mutated genes were CHEK2 (8 patients) and DDX41 (7 patients). Pathogenic germline variants were also found in new candidate genes (DNAH5, DNAH9, DNMT3A, and SUZ12). No strong correlation was found between the germline mutational rate and age of AML onset. Among 49 patients who have a reported history of at least one family member affected with hematological malignancies, 6 patients harbored known P/LP germline variants and the remaining patients had at least one variant of uncertain significance, suggesting a need for further functional validation studies. Using CHEK2 as an example, we show that three-dimensional protein modeling can be one of the effective methodologies to prioritize variants of unknown significance for functional studies. Further, we evaluated an in silico approach that applies ACMG curation in an automated manner using the tool for assessment and (TAPES) prioritization in exome studies, which can minimize manual curation time for variants. Overall, our findings suggest a need to comprehensively understand the predisposition potential of many germline variants in order to enable closer monitoring for disease management and treatment interventions for affected patients and families.


Subject(s)
Genetic Predisposition to Disease , Germ-Line Mutation , Leukemia, Myeloid, Acute/genetics , Neoplasm Proteins/genetics , Age Factors , Aged , Female , Humans , Male , Middle Aged
8.
J Am Coll Cardiol ; 77(16): 2040-2052, 2021 04 27.
Article in English | MEDLINE | ID: mdl-33888254

ABSTRACT

The National Heart, Lung, and Blood Institute and the Cardiovascular Medical Research and Education Fund held a workshop on the application of pulmonary vascular disease omics data to the understanding, prevention, and treatment of pulmonary vascular disease. Experts in pulmonary vascular disease, omics, and data analytics met to identify knowledge gaps and formulate ideas for future research priorities in pulmonary vascular disease in line with National Heart, Lung, and Blood Institute Strategic Vision goals. The group identified opportunities to develop analytic approaches to multiomic datasets, to identify molecular pathways in pulmonary vascular disease pathobiology, and to link novel phenotypes to meaningful clinical outcomes. The committee suggested support for interdisciplinary research teams to develop and validate analytic methods, a national effort to coordinate biosamples and data, a consortium of preclinical investigators to expedite target evaluation and drug development, longitudinal assessment of molecular biomarkers in clinical trials, and a task force to develop a master clinical trials protocol for pulmonary vascular disease.


Subject(s)
Biomedical Research/trends , Education/trends , Lung Diseases/classification , National Heart, Lung, and Blood Institute (U.S.)/trends , Research Report/trends , Vascular Diseases/classification , Cardiovascular Diseases/classification , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Computational Biology/methods , Computational Biology/trends , Humans , Lung Diseases/diagnosis , Lung Diseases/epidemiology , Pulmonary Circulation/physiology , Review Literature as Topic , United States/epidemiology , Vascular Diseases/diagnosis , Vascular Diseases/epidemiology
9.
Psychol Med ; 51(8): 1279-1288, 2021 06.
Article in English | MEDLINE | ID: mdl-31973781

ABSTRACT

BACKGROUND: Mechanistic endophenotypes can inform process models of psychopathology and aid interpretation of genetic risk factors. Smaller total brain and subcortical volumes are associated with attention-deficit hyperactivity disorder (ADHD) and provide clues to its development. This study evaluates whether common genetic risk for ADHD is associated with total brain volume (TBV) and hypothesized subcortical structures in children. METHODS: Children 7-15 years old were recruited for a case-control study (N = 312, N = 199 ADHD). Children were assessed with a multi-informant, best-estimate diagnostic procedure and motion-corrected MRI measured brain volumes. Polygenic scores were computed based on discovery data from the Psychiatric Genomics Consortium (N = 19 099 ADHD, N = 34 194 controls) and the ENIGMA + CHARGE consortium (N = 26 577). RESULTS: ADHD was associated with smaller TBV, and altered volumes of caudate, cerebellum, putamen, and thalamus after adjustment for TBV; however, effects were larger and statistically reliable only in boys. TBV was associated with an ADHD polygenic score [ß = -0.147 (-0.27 to -0.03)], and mediated a small proportion of the effect of polygenic risk on ADHD diagnosis (average ACME = 0.0087, p = 0.012). This finding was stronger in boys (average ACME = 0.019, p = 0.008). In addition, we confirm genetic variation associated with whole brain volume, via an intracranial volume polygenic score. CONCLUSION: Common genetic risk for ADHD is not expressed primarily as developmental alterations in subcortical brain volumes, but appears to alter brain development in other ways, as evidenced by TBV differences. This is among the first demonstrations of this effect using molecular genetic data. Potential sex differences in these effects warrant further examination.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Child , Humans , Female , Male , Adolescent , Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Attention Deficit Disorder with Hyperactivity/genetics , Attention Deficit Disorder with Hyperactivity/pathology , Case-Control Studies , Brain/diagnostic imaging , Brain/pathology , Magnetic Resonance Imaging/methods , Risk Factors
10.
Nat Cancer ; 1(8): 826-839, 2020 08.
Article in English | MEDLINE | ID: mdl-33123685

ABSTRACT

Deregulation of the BCL2 gene family plays an important role in the pathogenesis of acute myeloid leukemia (AML). The BCL2 inhibitor, venetoclax, has received FDA approval for the treatment of AML. However, upfront and acquired drug resistance ensues due, in part, to the clinical and genetic heterogeneity of AML, highlighting the importance of identifying biomarkers to stratify patients onto the most effective therapies. By integrating clinical characteristics, exome and RNA sequencing, and inhibitor data from primary AML patient samples, we determined that myelomonocytic leukemia, upregulation of BCL2A1 and CLEC7A, as well as mutations of PTPN11 and KRAS conferred resistance to venetoclax and multiple venetoclax combinations. Venetoclax in combination with an MCL1 inhibitor AZD5991 induced synthetic lethality and circumvented venetoclax resistance.


Subject(s)
Leukemia, Myeloid, Acute , Proto-Oncogene Proteins c-bcl-2 , Apoptosis , Biomarkers , Bridged Bicyclo Compounds, Heterocyclic , Cell Line, Tumor , Humans , Leukemia, Myeloid, Acute/drug therapy , Sulfonamides
11.
Article in English | MEDLINE | ID: mdl-32033925

ABSTRACT

BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) has substantial heritability, and a recent large-scale investigation has identified common genome-wide significant loci associated with increased risk for ADHD. Along the same lines, many studies using noninvasive neuroimaging have identified differences in brain functional connectivity in children with ADHD. We attempted to bridge these studies to identify differences in functional connectivity associated with common genetic risk for ADHD using polygenic risk score (PRS). METHODS: We computed ADHD PRSs for all participants in our sample (N = 315, children 7-13 years of age, 196 with ADHD and 119 unaffected comparison children) using ADHD data from the Psychiatric Genomics Consortium as a discovery set. Magnetic resonance imaging was used to evaluate resting-state functional connectivity of targeted subcortical structures. RESULTS: The functional connectivity between 2 region pairs demonstrated a significant correlation to PRS: right caudate-parietal cortex and nucleus accumbens-occipital cortex. Connectivity between these areas, in addition to being correlated with PRS, was correlated with ADHD status. The connection between the caudate and the parietal region acted as a statistical suppressor, such that when it was included in a path model, the association between PRS and ADHD status was enhanced. CONCLUSIONS: Our results suggest that functional connectivity to certain subcortical brain regions is directly altered by genetic variants, and certain cortico-subcortical connections may modulate ADHD-related genetic effects.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Brain Mapping , Magnetic Resonance Imaging , Adolescent , Attention Deficit Disorder with Hyperactivity/genetics , Attention Deficit Disorder with Hyperactivity/physiopathology , Brain , Child , Female , Genetic Predisposition to Disease , Humans , Male , Risk Factors
12.
Transl Psychiatry ; 10(1): 8, 2020 01 21.
Article in English | MEDLINE | ID: mdl-32066674

ABSTRACT

Epigenetic variation in peripheral tissues is being widely studied as a molecular biomarker of complex disease and disease-related exposures. To date, few studies have examined differences in DNA methylation associated with attention-deficit hyperactivity disorder (ADHD). In this study, we profiled genetic and methylomic variation across the genome in saliva samples from children (age 7-12 years) with clinically established ADHD (N = 391) and nonpsychiatric controls (N = 213). We tested for differentially methylated positions (DMPs) associated with both ADHD diagnosis and ADHD polygenic risk score, by using linear regression models including smoking, medication effects, and other potential confounders in our statistical models. Our results support previously reported associations between ADHD and DNA methylation levels at sites annotated to VIPR2, and identify several novel disease-associated DMPs (p < 1e-5), although none of them were genome-wide significant. The two top-ranked, ADHD-associated DMPs (cg17478313 annotated to SLC7A8 and cg21609804 annotated to MARK2) are also significantly associated with nearby SNPs (p = 1.2e-46 and p = 2.07e-59), providing evidence that disease-associated DMPs are under genetic control. We also report a genome-wide significant association between ADHD polygenic risk and variable DNA methylation at a site annotated to the promoter of GART and SON (p = 6.71E-8). Finally, we show that ADHD-associated SNPs colocalize with SNPs associated with methylation levels in saliva. This is the first large-scale study of DNA methylation in children with ADHD. Our results represent novel epigenetic biomarkers for ADHD that may be useful for patient stratification, reinforce the importance of genetic effects on DNA methylation, and provide plausible molecular mechanisms for ADHD risk variants.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Attention Deficit Disorder with Hyperactivity/genetics , Child , DNA Methylation , Epigenome , Genome-Wide Association Study , Humans , Multifactorial Inheritance
13.
J Child Psychol Psychiatry ; 61(2): 205-214, 2020 02.
Article in English | MEDLINE | ID: mdl-31605387

ABSTRACT

BACKGROUND: A central nosological problem concerns the etiological relationship of emotional dysregulation with ADHD. Molecular genetic risk scores provide a novel method for informing this question. METHODS: Participants were 514 community-recruited children of Northern European descent age 7-11 defined as ADHD or non-ADHD by detailed research evaluation. Parents-rated ADHD on standardized ratings and child temperament on the Temperament in Middle Childhood Questionnaire (TMCQ) and reported on ADHD and comorbid disorders by semi-structured clinical interview. Categorical and dimensional variables were created for ADHD, emotional dysregulation (implicating disruption of regulation of both anger-irritability and of positive valence surgency-sensation seeking), and irritability alone (anger dysregulation). Genome-wide polygenic risk scores (PRS) were computed for ADHD and depression genetic liability. Structural equation models and computationally derived emotion profiles guided analysis. RESULTS: The ADHD PRS was associated in variable-centered analyses with irritability (ß = .179, 95% CI = 0.087-0.280; ΔR2  = .034, p < .0002), but also with surgency/sensation seeking (B = .146, 95%CI = 0.052-0.240, ΔR2 =.022, p = .002). In person-centered analysis, the ADHD PRS was elevated in the emotion dysregulation ADHD group versus other ADHD children (OR = 1.44, 95% CI = 1.03-2.20, Nagelkerke ΔR2  = .013, p = .033) but did not differentiate irritable from surgent ADHD profiles. All effects were independent of variation in ADHD severity across traits or groups. The depression PRS was related to oppositional defiant disorder but not to ADHD emotion dysregulation. CONCLUSIONS: Irritability-anger and surgency-sensation seeking, as forms of negative and positively valenced dysregulated affect in ADHD populations, both relate principally to ADHD genetic risk and not mood-related genetic risk.


Subject(s)
Affective Symptoms/physiopathology , Anger/physiology , Attention Deficit Disorder with Hyperactivity/genetics , Child Behavior/physiology , Depressive Disorder/genetics , Emotional Regulation/physiology , Irritable Mood/physiology , Temperament/physiology , Attention Deficit Disorder with Hyperactivity/physiopathology , Case-Control Studies , Child , Depressive Disorder/physiopathology , Europe , Female , Genome-Wide Association Study , Humans , Male , Multifactorial Inheritance , Severity of Illness Index
14.
Cancer Causes Control ; 30(12): 1365-1375, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31667711

ABSTRACT

PURPOSE: Age-related factors including oxidative stress play an important role in prostate carcinogenesis. We hypothesize that germline single-nucleotide polymorphisms (SNPs) in oxidative stress pathway are associated with prostate cancer (PCa) risk. In this study, we aim to examine which of these SNPs is associated with PCa. METHODS: Participants included in this analyses came from the "Genetic Susceptibility, Environment and Prostate Cancer Risk Study" conducted at the Veterans Affairs Portland Health Care System. After applying exclusion criteria, 231 PCa cases and 382 prostate biopsy-negative controls who had genotyping data on twenty-two single-nucleotide polymorphisms (SNPs) in six genes (MAPK14, NRF2, CAT, GPX1, GSTP1, SOD2, and XDH) associated with oxidative stress pathway were included in the analyses. The genotyping of SNPs was conducted by the Illumina BeadXpress VeraCode platform. We investigated these SNPs in relation to overall and aggressive PCa risk using logistic regression models controlling for relevant covariates. RESULTS: One SNP in the MAPK14 (rs851023) was significantly associated with incident PCa risk. Compared to men carrying two copies of allele A, the presence of one or two copies of the G allele was associated with decreased risk of PCa [OR (95% CI) 0.19 (0.06-0.51)]. There was no statistically significant association between other SNPs in the NRF2, CAT, GPX1, GSTP1, SOD2, and XDH genes and PCa risk. CONCLUSIONS: The MAPK14 gene SNP rs851023 was associated with PCa and aggressive PCa risk after multiple comparison adjustment. Further studies in other populations or functional studies are needed to validate the finding.


Subject(s)
Mitogen-Activated Protein Kinase 14/genetics , Oxidative Stress/genetics , Prostatic Neoplasms/genetics , Aged , Alleles , Case-Control Studies , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide
15.
Best Pract Res Clin Haematol ; 32(4): 101101, 2019 12.
Article in English | MEDLINE | ID: mdl-31779979

ABSTRACT

While molecular genetic abnormalities can tell us much about the pathogenesis of acute myeloid leukemia (AML), these molecular genetics do not always explain drug resistance or sensitivity, leaving room for other mechanisms of tumor pathogenesis outside of genetic events. The Beat AML 1.0 project was a multicenter project to sequence and functionally query AML samples against over 120 drugs. The results have helped form disease models on how mutations affect disease phenotype and drug sensitivity and have assisted in identifying gene signature profiles that may facilitate selecting the most effective treatment options. However, there are factors outside of genetic abnormalities that affect disease pathogenesis. For example, tumor-associated macrophages in the tumor microenvironment play a role in pathogenesis and represent therapeutic targets.


Subject(s)
Gene Expression Profiling , Gene Expression Regulation, Leukemic , Genomics , Leukemia, Myeloid, Acute/genetics , Mutation , Humans , Leukemia, Myeloid, Acute/pathology , Leukemia, Myeloid, Acute/physiopathology
16.
Blood ; 134(11): 867-879, 2019 09 12.
Article in English | MEDLINE | ID: mdl-31366621

ABSTRACT

Chronic neutrophilic leukemia (CNL), atypical chronic myeloid leukemia (aCML), and myelodysplastic/myeloproliferative neoplasms, unclassifiable (MDS/MPN-U) are a group of rare and heterogeneous myeloid disorders. There is strong morphologic resemblance among these distinct diagnostic entities as well as a lack of specific molecular markers and limited understanding of disease pathogenesis, which has made diagnosis challenging in certain cases. The treatment has remained empirical, resulting in dismal outcomes. We, therefore, performed whole-exome and RNA sequencing of these rare hematologic malignancies and present the most complete survey of the genomic landscape of these diseases to date. We observed a diversity of combinatorial mutational patterns that generally do not cluster within any one diagnosis. Gene expression analysis reveals enrichment, but not cosegregation, of clinical and genetic disease features with transcriptional clusters. In conclusion, these groups of diseases represent a continuum of related diseases rather than discrete diagnostic entities.


Subject(s)
Hematologic Neoplasms/diagnosis , Hematologic Neoplasms/genetics , Leukemia, Neutrophilic, Chronic/diagnosis , Leukemia, Neutrophilic, Chronic/genetics , Adult , Aged , Aged, 80 and over , Cells, Cultured , Cohort Studies , DNA Mutational Analysis , Diagnosis, Differential , Female , Gene Expression Profiling , Genomics , HEK293 Cells , Humans , Male , Middle Aged , Mutation , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/genetics , Prognosis
17.
Front Immunol ; 10: 708, 2019.
Article in English | MEDLINE | ID: mdl-31118929

ABSTRACT

Ocular toxoplasmosis is the commonest clinical manifestation of infection with obligate intracellular parasite, Toxoplasma gondii. Active ocular toxoplasmosis is characterized by replication of T. gondii tachyzoites in the retina, with reactive inflammation. The multifunctional retinal pigment epithelium is a key target cell population for T. gondii. Since the global gene expression profile is germane to understanding molecular involvements of retinal pigment epithelial cells in ocular toxoplasmosis, we performed RNA-Sequencing (RNA-Seq) of human cells following infection with T. gondii tachyzoites. Primary cell isolates from eyes of cadaveric donors (n = 3), and the ARPE-19 human retinal pigment epithelial cell line, were infected for 24 h with GT-1 strain T. gondii tachyzoites (multiplicity of infection = 5) or incubated uninfected as control. Total and small RNA were extracted from cells and sequenced on the Illumina NextSeq 500 platform; results were aligned to the human hg19 reference sequence. Multidimensional scaling showed good separation between transcriptomes of infected and uninfected primary cell isolates, which were compared in edgeR software. This differential expression analysis revealed a sizeable response in the total RNA transcriptome-with significantly differentially expressed genes totaling 7,234 (28.9% of assigned transcripts)-but very limited changes in the small RNA transcriptome-totaling 30 (0.35% of assigned transcripts) and including 8 microRNA. Gene ontology and pathway enrichment analyses of differentially expressed total RNA in CAMERA software, identified a strong immunologic transcriptomic signature. We conducted RT-qPCR for 26 immune response-related protein-coding and long non-coding transcripts in epithelial cell isolates from different cadaveric donors (n = 3), extracted by a different isolation protocol but similarly infected with T. gondii, to confirm immunological activity of infected cells. For microRNA, increases in miR-146b and miR-212 were detected by RT-qPCR in 2 and 3 of these independent cell isolates. Biological network analysis in the InnateDB platform, including 735 annotated differentially expressed genes plus 2,046 first-order interactors, identified 10 contextural hubs and 5 subnetworks in the transcriptomic immune response of cells to T. gondii. Our observations provide a solid base for future studies of molecular and cellular interactions between T. gondii and the human retinal pigment epithelium to illuminate mechanisms of ocular toxoplasmosis.


Subject(s)
Retinal Pigment Epithelium/immunology , Retinal Pigment Epithelium/parasitology , Toxoplasma/immunology , Toxoplasma/pathogenicity , Toxoplasmosis, Ocular/genetics , Toxoplasmosis, Ocular/immunology , Aged , Cadaver , Cell Culture Techniques , Cell Line , Cell Separation , Gene Expression Profiling , Gene Ontology , Gene Regulatory Networks , Humans , Immunogenetic Phenomena , MicroRNAs/genetics , MicroRNAs/metabolism , Middle Aged , RNA-Seq , Retinal Pigment Epithelium/cytology , Toxoplasmosis, Ocular/parasitology
18.
Nat Commun ; 10(1): 244, 2019 01 16.
Article in English | MEDLINE | ID: mdl-30651561

ABSTRACT

FLT3 mutations are prevalent in AML patients and confer poor prognosis. Crenolanib, a potent type I pan-FLT3 inhibitor, is effective against both internal tandem duplications and resistance-conferring tyrosine kinase domain mutations. While crenolanib monotherapy has demonstrated clinical benefit in heavily pretreated relapsed/refractory AML patients, responses are transient and relapse eventually occurs. Here, to investigate the mechanisms of crenolanib resistance, we perform whole exome sequencing of AML patient samples before and after crenolanib treatment. Unlike other FLT3 inhibitors, crenolanib does not induce FLT3 secondary mutations, and mutations of the FLT3 gatekeeper residue are infrequent. Instead, mutations of NRAS and IDH2 arise, mostly as FLT3-independent subclones, while TET2 and IDH1 predominantly co-occur with FLT3-mutant clones and are enriched in crenolanib poor-responders. The remaining patients exhibit post-crenolanib expansion of mutations associated with epigenetic regulators, transcription factors, and cohesion factors, suggesting diverse genetic/epigenetic mechanisms of crenolanib resistance. Drug combinations in experimental models restore crenolanib sensitivity.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Benzimidazoles/pharmacology , Drug Resistance, Neoplasm/genetics , Leukemia, Myeloid, Acute/drug therapy , Piperidines/pharmacology , Protein Kinase Inhibitors/pharmacology , fms-Like Tyrosine Kinase 3/genetics , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Benzimidazoles/therapeutic use , Cell Line, Tumor , Drug Screening Assays, Antitumor , Epigenesis, Genetic/drug effects , Female , GTP Phosphohydrolases/genetics , HEK293 Cells , Humans , Inhibitory Concentration 50 , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Membrane Proteins/genetics , Mice , Middle Aged , Mutation/drug effects , Mutation/genetics , Piperidines/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Pyridones/pharmacology , Pyridones/therapeutic use , Pyrimidinones/pharmacology , Pyrimidinones/therapeutic use , Tandem Repeat Sequences/genetics , Treatment Outcome , Exome Sequencing
19.
Nature ; 562(7728): 526-531, 2018 10.
Article in English | MEDLINE | ID: mdl-30333627

ABSTRACT

The implementation of targeted therapies for acute myeloid leukaemia (AML) has been challenging because of the complex mutational patterns within and across patients as well as a dearth of pharmacologic agents for most mutational events. Here we report initial findings from the Beat AML programme on a cohort of 672 tumour specimens collected from 562 patients. We assessed these specimens using whole-exome sequencing, RNA sequencing and analyses of ex vivo drug sensitivity. Our data reveal mutational events that have not previously been detected in AML. We show that the response to drugs is associated with mutational status, including instances of drug sensitivity that are specific to combinatorial mutational events. Integration with RNA sequencing also revealed gene expression signatures, which predict a role for specific gene networks in the drug response. Collectively, we have generated a dataset-accessible through the Beat AML data viewer (Vizome)-that can be leveraged to address clinical, genomic, transcriptomic and functional analyses of the biology of AML.


Subject(s)
Gene Expression Regulation, Neoplastic/genetics , Genome, Human/genetics , Genomics , Leukemia, Myeloid, Acute/genetics , Core Binding Factor Alpha 2 Subunit/genetics , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Methyltransferase 3A , Datasets as Topic , Exome/genetics , Female , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/metabolism , Male , Molecular Targeted Therapy , Nuclear Proteins/genetics , Nucleophosmin , Proto-Oncogene Proteins/genetics , Repressor Proteins/genetics , Sequence Analysis, RNA , Serine-Arginine Splicing Factors/genetics
20.
Sci Signal ; 11(539)2018 07 17.
Article in English | MEDLINE | ID: mdl-30018082

ABSTRACT

The protein tyrosine phosphatase PTPN11 is implicated in the pathogenesis of juvenile myelomonocytic leukemia (JMML), acute myeloid leukemia (AML), and other malignancies. Activating mutations in PTPN11 increase downstream proliferative signaling and cell survival. We investigated the signaling upstream of PTPN11 in JMML and AML cells and found that PTPN11 was activated by the nonreceptor tyrosine/serine/threonine kinase TNK2 and that PTPN11-mutant JMML and AML cells were sensitive to TNK2 inhibition. In cultured human cell-based assays, PTPN11 and TNK2 interacted directly, enabling TNK2 to phosphorylate PTPN11, which subsequently dephosphorylated TNK2 in a negative feedback loop. Mutations in PTPN11 did not affect this physical interaction but increased the basal activity of PTPN11 such that TNK2-mediated activation was additive. Consequently, coexpression of TNK2 and mutant PTPN11 synergistically increased mitogen-activated protein kinase (MAPK) signaling and enhanced colony formation in bone marrow cells from mice. Chemical inhibition of TNK2 blocked MAPK signaling and colony formation in vitro and decreased disease burden in a patient with PTPN11-mutant JMML who was treated with the multikinase (including TNK2) inhibitor dasatinib. Together, these data suggest that TNK2 is a promising therapeutic target for PTPN11-mutant leukemias.


Subject(s)
Dasatinib/pharmacology , Leukemia, Myeloid, Acute/pathology , Leukemia, Myelomonocytic, Juvenile/pathology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Protein-Tyrosine Kinases/antagonists & inhibitors , Synthetic Lethal Mutations , Animals , Child , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/enzymology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myelomonocytic, Juvenile/drug therapy , Leukemia, Myelomonocytic, Juvenile/enzymology , Leukemia, Myelomonocytic, Juvenile/genetics , Male , Mice , Prognosis , Protein Kinase Inhibitors/pharmacology , Signal Transduction , Survival Rate , Tumor Stem Cell Assay
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